Price Prediction
Feature Importances
Regression Stats
Individual Predictions
Feature Dependence
Feature Interactions
Decision Trees
Feature Importances
Model Summary
metric
Score
mean-squared-error
61119.356
root-mean-squared-error
247.223
mean-absolute-error
172.224
mean-absolute-percentage-error
316104221085933.44
R-squared
0.714
Predicted vs Actual
Residuals
Plot vs feature
Are predictions and residuals correlated with features?
Individual Predictions
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Prediction
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Contributions Plot
How has each feature contributed to the prediction?
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Partial Dependence Plot
Contributions Table
How has each feature contributed to the prediction?
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Feature Dependence
Shap Summary
Ordering features by shap value
Shap Dependence
Relationship between feature value and SHAP value
Feature Interactions
Interactions Summary
Ordering features by shap interaction value
Interaction Dependence
Relation between feature value and shap interaction value
Decision Trees
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Decision Trees
Displaying individual decision trees inside xgboost model
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Decision path table
Decision path through decision tree
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